lavaSearch2 (version 2.0.3)

autplot-modelsearch2: Display the Value of a Coefficient across the Steps.

Description

Display the value of a coefficient across the steps.

Usage

# S3 method for modelsearch2
autoplot(
  object,
  param,
  ci = TRUE,
  step = 0:nStep(object),
  conf.level = 0.95,
  plot = TRUE,
  add.0 = TRUE,
  ...
)

Value

A list containing

• plot: a ggplot object.

• data: the data used to generate the ggplot object.

Arguments

object

a modelsearch2 object.

param

[character vector] the name of the coefficient(s) to be displayed.

ci

[logical] should the confidence intervals of the coefficient(s) be displayed.

step

[integer >0] the steps at which the coefficient value should be displayed.

conf.level

[numeric, 0-1] confidence level of the interval.

plot

[logical] should the graph be displayed?

add.0

[logical] should an horizontal line representing no effect be displayed?

...

[internal] only used by the generic method.

Examples

if (FALSE) {
mSim <- lvm(Y~G+X1+X2+X3+X4+X5)
addvar(mSim) <- ~Z1+Z2

set.seed(10)
df.data <- lava::sim(mSim, 1e2)

mBase <- lvm(Y~G)
addvar(mBase) <- ~X1+X2+X3+X4+X5+Z1+Z2
e.lvm <- estimate(mBase, data = df.data)
res <- modelsearch2(e.lvm, method.p.adjust = "holm", alpha = 0.05)
autoplot(res, param = "Y~G")
autoplot(res, param = c("Y","Y~G"))
}